{"title":"基于文本识别的电力操作检票系统","authors":"Weidong Xiao, Qi Wang, Hui Wang, Yingjie Yang","doi":"10.1117/12.2660952","DOIUrl":null,"url":null,"abstract":"In order to solve the problem that the handwritten font of the power operation ticket is not easy to recognize and improve the work efficiency of the dispatch operation ticket, this paper proposes a text recognition-based approach to power operation ticket review. First, a text recognition method based on handwriting feature recognition convolutional neural network (CNN) is proposed, which introduces imaginary strokes and multi-directional features as input and uses a simple average calculation method to obtain the classification results. Then use the image samples of operation tickets in the actual operation and maintenance to conduct experiments to verify the effectiveness of the method proposed in this paper. Finally, a power operation ticket review system based on text recognition is designed.","PeriodicalId":220312,"journal":{"name":"International Symposium on Computer Engineering and Intelligent Communications","volume":"172 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-02-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Power operation ticket review system based on text recognition\",\"authors\":\"Weidong Xiao, Qi Wang, Hui Wang, Yingjie Yang\",\"doi\":\"10.1117/12.2660952\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In order to solve the problem that the handwritten font of the power operation ticket is not easy to recognize and improve the work efficiency of the dispatch operation ticket, this paper proposes a text recognition-based approach to power operation ticket review. First, a text recognition method based on handwriting feature recognition convolutional neural network (CNN) is proposed, which introduces imaginary strokes and multi-directional features as input and uses a simple average calculation method to obtain the classification results. Then use the image samples of operation tickets in the actual operation and maintenance to conduct experiments to verify the effectiveness of the method proposed in this paper. Finally, a power operation ticket review system based on text recognition is designed.\",\"PeriodicalId\":220312,\"journal\":{\"name\":\"International Symposium on Computer Engineering and Intelligent Communications\",\"volume\":\"172 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-02-02\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Symposium on Computer Engineering and Intelligent Communications\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1117/12.2660952\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Symposium on Computer Engineering and Intelligent Communications","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1117/12.2660952","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Power operation ticket review system based on text recognition
In order to solve the problem that the handwritten font of the power operation ticket is not easy to recognize and improve the work efficiency of the dispatch operation ticket, this paper proposes a text recognition-based approach to power operation ticket review. First, a text recognition method based on handwriting feature recognition convolutional neural network (CNN) is proposed, which introduces imaginary strokes and multi-directional features as input and uses a simple average calculation method to obtain the classification results. Then use the image samples of operation tickets in the actual operation and maintenance to conduct experiments to verify the effectiveness of the method proposed in this paper. Finally, a power operation ticket review system based on text recognition is designed.